{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Synthetic Data Generation\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:58:24.455858Z",
     "iopub.status.busy": "2025-07-26T17:58:24.454859Z",
     "iopub.status.idle": "2025-07-26T17:58:42.956003Z",
     "shell.execute_reply": "2025-07-26T17:58:42.955088Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "!!!!\n",
      "DISCLAIMER: TinyTroupe relies on Artificial Intelligence (AI) models to generate content. \n",
      "The AI models are not perfect and may produce inappropriate or inacurate results. \n",
      "For any serious or consequential use, please review the generated content before using it.\n",
      "!!!!\n",
      "\n",
      "Looking for default config on: C:\\Users\\pdasilva\\repos\\TinyTroupe\\examples\\..\\tinytroupe\\utils\\..\\config.ini\n",
      "Found custom config on: C:\\Users\\pdasilva\\repos\\TinyTroupe\\examples\\config.ini\n",
      "TinyTroupe version: 0.5.1\n",
      "Current date and time (local): 2025-07-26 14:58:27\n",
      "Current date and time (UTC):   2025-07-26 17:58:27\n",
      "\n",
      "=================================\n",
      "Current TinyTroupe configuration \n",
      "=================================\n",
      "[OpenAI]\n",
      "api_type = openai\n",
      "azure_api_version = 2024-08-01-preview\n",
      "model = gpt-4.1-mini\n",
      "reasoning_model = o3-mini\n",
      "embedding_model = text-embedding-3-small\n",
      "max_tokens = 32000\n",
      "temperature = 1.5\n",
      "freq_penalty = 0.1\n",
      "presence_penalty = 0.1\n",
      "timeout = 480\n",
      "max_attempts = 5\n",
      "waiting_time = 0\n",
      "exponential_backoff_factor = 5\n",
      "reasoning_effort = high\n",
      "cache_api_calls = False\n",
      "cache_file_name = openai_api_cache.pickle\n",
      "max_content_display_length = 1024\n",
      "azure_embedding_model_api_version = 2023-05-15\n",
      "\n",
      "[Simulation]\n",
      "parallel_agent_generation = True\n",
      "parallel_agent_actions = True\n",
      "rai_harmful_content_prevention = True\n",
      "rai_copyright_infringement_prevention = True\n",
      "\n",
      "[Cognition]\n",
      "enable_memory_consolidation = True\n",
      "min_episode_length = 15\n",
      "max_episode_length = 50\n",
      "episodic_memory_fixed_prefix_length = 10\n",
      "episodic_memory_lookback_length = 20\n",
      "\n",
      "[ActionGenerator]\n",
      "max_attempts = 2\n",
      "enable_quality_checks = False\n",
      "enable_regeneration = True\n",
      "enable_direct_correction = False\n",
      "enable_quality_check_for_persona_adherence = True\n",
      "enable_quality_check_for_selfconsistency = False\n",
      "enable_quality_check_for_fluency = False\n",
      "enable_quality_check_for_suitability = False\n",
      "enable_quality_check_for_similarity = False\n",
      "continue_on_failure = True\n",
      "quality_threshold = 5\n",
      "\n",
      "[Logging]\n",
      "loglevel = ERROR\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import sys\n",
    "import csv\n",
    "sys.path.append('..')\n",
    "\n",
    "\n",
    "import tinytroupe\n",
    "from tinytroupe.agent import TinyPerson\n",
    "from tinytroupe.environment import TinyWorld, TinySocialNetwork\n",
    "from tinytroupe.factory import TinyPersonFactory\n",
    "from tinytroupe.extraction import ResultsReducer\n",
    "import tinytroupe.control as control"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create the specific types of agents we need to collect data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:58:42.962012Z",
     "iopub.status.busy": "2025-07-26T17:58:42.961012Z",
     "iopub.status.idle": "2025-07-26T17:58:42.971812Z",
     "shell.execute_reply": "2025-07-26T17:58:42.970713Z"
    }
   },
   "outputs": [],
   "source": [
    "factory = TinyPersonFactory(\"A random knowledge worker in a company providing marketing services.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:58:42.977807Z",
     "iopub.status.busy": "2025-07-26T17:58:42.977807Z",
     "iopub.status.idle": "2025-07-26T18:01:14.326815Z",
     "shell.execute_reply": "2025-07-26T18:01:14.326815Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Emily Carter is a 32 year old Registered Nurse, American, currently living in Portland, Oregon, USA. Beyond her professional dedication, Emily is a reflective and conscientious individual who values mindfulness and self-care, often starting her day with yoga and journaling to maintain balance. She enjoys quiet, meaningful activities such as hiking, nature photography, and reading contemporary fiction, which complement her introverted yet warm personality. Passionate about environmental sustainability and mental health advocacy, she actively volunteers in community clinics and supports initiatives that improve patient well-being. Emily’s thoughtful communication style, subtle humor, and commitment to lifelong learning make her both a dependable colleague and a compassionate mentor.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lucas Bennett is a 42 year old Senior Mechanical Engineer / Project Manager, American, currently living in Portland, Oregon, USA. Lucas Bennett is a thoughtful and pragmatic individual who balances his analytical mindset with a dry, understated sense of humor that emerges among close friends. Outside of work, he enjoys hiking the Pacific Northwest with his rescued border collie, Scout, and experimenting with home brewing and regional cooking. He is deeply committed to environmental conservation and community involvement, often volunteering for local initiatives and mentoring young engineers. Despite his perfectionist tendencies and occasional difficulty delegating tasks, Lucas strives to maintain a healthy work-life balance and is continuously working on personal growth, including improving his public speaking and exploring creative hobbies.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "people = []\n",
    "for i in range(2):\n",
    "    person = factory.generate_person(temperature=1.6)\n",
    "    print(person.minibio())\n",
    "    people.append(person)\n",
    "\n",
    "len(people)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T18:01:14.331516Z",
     "iopub.status.busy": "2025-07-26T18:01:14.331516Z",
     "iopub.status.idle": "2025-07-26T18:01:14.359045Z",
     "shell.execute_reply": "2025-07-26T18:01:14.357142Z"
    }
   },
   "outputs": [],
   "source": [
    "company = TinyWorld(\"Some Corp Inc.\", people)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T18:01:14.364133Z",
     "iopub.status.busy": "2025-07-26T18:01:14.364133Z",
     "iopub.status.idle": "2025-07-26T18:01:14.373910Z",
     "shell.execute_reply": "2025-07-26T18:01:14.373000Z"
    }
   },
   "outputs": [],
   "source": [
    "company.make_everyone_accessible()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T18:01:14.377992Z",
     "iopub.status.busy": "2025-07-26T18:01:14.377992Z",
     "iopub.status.idle": "2025-07-26T18:01:14.404915Z",
     "shell.execute_reply": "2025-07-26T18:01:14.403901Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Get some work done together, help each other.</span>\n",
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       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Get some work done together, help each other.\u001b[0m\n"
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span>\n",
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      ],
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       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\n"
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   ],
   "source": [
    "company.broadcast(\"Get some work done together, help each other.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T18:01:14.412014Z",
     "iopub.status.busy": "2025-07-26T18:01:14.410998Z",
     "iopub.status.idle": "2025-07-26T18:02:22.657027Z",
     "shell.execute_reply": "2025-07-26T18:02:22.655157Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "\u001b[92m─────────────────────────────────────────── \u001b[0mSome Corp Inc. step \u001b[1;36m1\u001b[0m of \u001b[1;36m5\u001b[0m\u001b[92m ────────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Emily Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; The suggestion to work together and help each other is a positive and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; collaborative idea. I appreciate teamwork, especially in a healthcare setting</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; where cooperation improves patient care. I should respond warmly and encourage</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; this approach, perhaps suggesting how we can coordinate effectively.</span>\n",
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       "\u001b[32m                  > The suggestion to work together and help each other is a positive and\u001b[0m\n",
       "\u001b[32m                  > collaborative idea. I appreciate teamwork, especially in a healthcare setting\u001b[0m\n",
       "\u001b[32m                  > where cooperation improves patient care. I should respond warmly and encourage\u001b[0m\n",
       "\u001b[32m                  > this approach, perhaps suggesting how we can coordinate effectively.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; The suggestion to get some work done together and help each other is practical.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; Collaborating could improve efficiency and reduce my workload, but I need to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; consider who to involve and how to coordinate effectively given my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; perfectionist tendencies and preference for direct communication.</span>\n",
       "</pre>\n"
      ],
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       "\u001b[4;32mLucas Bennett\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                   > The suggestion to get some work done together and help each other is practical.\u001b[0m\n",
       "\u001b[32m                   > Collaborating could improve efficiency and reduce my workload, but I need to\u001b[0m\n",
       "\u001b[32m                   > consider who to involve and how to coordinate effectively given my\u001b[0m\n",
       "\u001b[32m                   > perfectionist tendencies and preference for direct communication.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; Yeah, working together sounds like a solid plan. We can divide the tasks based</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; on strengths and keep each other on track. Just gotta make sure we don't lose</span>\n",
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       "\u001b[1;4;38;5;40mLucas Bennett\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                   > Yeah, working together sounds like a solid plan. We can divide the tasks based\u001b[0m\n",
       "\u001b[1;38;5;40m                   > on strengths and keep each other on track. Just gotta make sure we don't lose\u001b[0m\n",
       "\u001b[1;38;5;40m                   > focus or get bogged down in details unnecessarily.\u001b[0m\n"
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       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; I think that's a great idea. Working together and supporting each other can</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; really make a difference, especially when things get busy. How do you suggest we</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; start?</span>\n",
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       "\u001b[1;4;38;5;40mEmily Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                  > I think that's a great idea. Working together and supporting each other can\u001b[0m\n",
       "\u001b[1;38;5;40m                  > really make a difference, especially when things get busy. How do you suggest we\u001b[0m\n",
       "\u001b[1;38;5;40m                  > start?\u001b[0m\n"
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       "\n",
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       "\u001b[4;38;5;252mEmily Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
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      ],
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       "\u001b[4;38;5;252mLucas Bennett\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; I think that's a great idea. Working together and supporting each other can</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; really make a difference, especially when things get busy. How do you suggest we</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; start?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > I think that's a great idea. Working together and supporting each other can\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > really make a difference, especially when things get busy. How do you suggest we\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > start?\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; Yeah, working together sounds like a solid plan. We can divide the tasks based</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; on strengths and keep each other on track. Just gotta make sure we don't lose</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; focus or get bogged down in details unnecessarily.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > Yeah, working together sounds like a solid plan. We can divide the tasks based\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > on strengths and keep each other on track. Just gotta make sure we don't lose\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > focus or get bogged down in details unnecessarily.\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">─────────────────────────────────────────── </span>Some Corp Inc. step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ────────────────────────────────────────────</span>\n",
       "</pre>\n"
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       "\u001b[92m─────────────────────────────────────────── \u001b[0mSome Corp Inc. step \u001b[1;36m2\u001b[0m of \u001b[1;36m5\u001b[0m\u001b[92m ────────────────────────────────────────────\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; Emily agrees that working together is a great idea and asks how to start. I</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; should propose a clear plan to divide tasks based on our strengths and set</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; priorities. Since Emily is my wife and supportive, I can be straightforward and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; practical in my approach.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Bennett\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                   > Emily agrees that working together is a great idea and asks how to start. I\u001b[0m\n",
       "\u001b[32m                   > should propose a clear plan to divide tasks based on our strengths and set\u001b[0m\n",
       "\u001b[32m                   > priorities. Since Emily is my wife and supportive, I can be straightforward and\u001b[0m\n",
       "\u001b[32m                   > practical in my approach.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Emily Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; Lucas's suggestion to divide tasks based on strengths and maintain focus is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; practical and efficient. I agree that avoiding getting bogged down in</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; unnecessary details is important to keep momentum. I should acknowledge his</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; points and suggest we identify our respective strengths to allocate tasks</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; accordingly.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mEmily Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                  > Lucas's suggestion to divide tasks based on strengths and maintain focus is\u001b[0m\n",
       "\u001b[32m                  > practical and efficient. I agree that avoiding getting bogged down in\u001b[0m\n",
       "\u001b[32m                  > unnecessary details is important to keep momentum. I should acknowledge his\u001b[0m\n",
       "\u001b[32m                  > points and suggest we identify our respective strengths to allocate tasks\u001b[0m\n",
       "\u001b[32m                  > accordingly.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Emily Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; I completely agree, Lucas. Dividing tasks based on what each of us does best</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; will definitely help us stay efficient. Maybe we can quickly list our strengths</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; and then assign tasks accordingly? That way, we keep things moving without</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; getting stuck on the small stuff.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mEmily Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                  > I completely agree, Lucas. Dividing tasks based on what each of us does best\u001b[0m\n",
       "\u001b[1;38;5;40m                  > will definitely help us stay efficient. Maybe we can quickly list our strengths\u001b[0m\n",
       "\u001b[1;38;5;40m                  > and then assign tasks accordingly? That way, we keep things moving without\u001b[0m\n",
       "\u001b[1;38;5;40m                  > getting stuck on the small stuff.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; Hey Emily, I think the best way to start is by listing out the tasks we each</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; have and figuring out who’s best suited for what. We can prioritize the urgent</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; stuff first and set some checkpoints to keep each other updated. What do you</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; think?</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;4;38;5;40mLucas Bennett\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                   > Hey Emily, I think the best way to start is by listing out the tasks we each\u001b[0m\n",
       "\u001b[1;38;5;40m                   > have and figuring out who’s best suited for what. We can prioritize the urgent\u001b[0m\n",
       "\u001b[1;38;5;40m                   > stuff first and set some checkpoints to keep each other updated. What do you\u001b[0m\n",
       "\u001b[1;38;5;40m                   > think?\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Emily Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mEmily Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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    {
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mLucas Bennett\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; I completely agree, Lucas. Dividing tasks based on what each of us does best</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; will definitely help us stay efficient. Maybe we can quickly list our strengths</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; and then assign tasks accordingly? That way, we keep things moving without</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; getting stuck on the small stuff.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > I completely agree, Lucas. Dividing tasks based on what each of us does best\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > will definitely help us stay efficient. Maybe we can quickly list our strengths\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > and then assign tasks accordingly? That way, we keep things moving without\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > getting stuck on the small stuff.\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; Hey Emily, I think the best way to start is by listing out the tasks we each</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; have and figuring out who’s best suited for what. We can prioritize the urgent</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; stuff first and set some checkpoints to keep each other updated. What do you</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > Hey Emily, I think the best way to start is by listing out the tasks we each\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > have and figuring out who’s best suited for what. We can prioritize the urgent\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > stuff first and set some checkpoints to keep each other updated. What do you\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > think?\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">─────────────────────────────────────────── </span>Some Corp Inc. step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ────────────────────────────────────────────</span>\n",
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       "\u001b[92m─────────────────────────────────────────── \u001b[0mSome Corp Inc. step \u001b[1;36m3\u001b[0m of \u001b[1;36m5\u001b[0m\u001b[92m ────────────────────────────────────────────\u001b[0m\n"
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Emily Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; Lucas's plan to list tasks, assign based on suitability, prioritize urgent ones,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; and set checkpoints is very organized and aligns well with my preference for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; structure and efficiency. I should express agreement and suggest we start</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; listing tasks right away to keep momentum.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mEmily Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                  > Lucas's plan to list tasks, assign based on suitability, prioritize urgent ones,\u001b[0m\n",
       "\u001b[32m                  > and set checkpoints is very organized and aligns well with my preference for\u001b[0m\n",
       "\u001b[32m                  > structure and efficiency. I should express agreement and suggest we start\u001b[0m\n",
       "\u001b[32m                  > listing tasks right away to keep momentum.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; Emily agrees with dividing tasks based on strengths and suggests listing our</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; strengths to assign tasks efficiently. This approach aligns well with my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; pragmatic style and perfectionist tendencies, as it helps avoid getting bogged</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; down in details. I should acknowledge her suggestion and propose we start</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; listing our strengths right away.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Bennett\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                   > Emily agrees with dividing tasks based on strengths and suggests listing our\u001b[0m\n",
       "\u001b[32m                   > strengths to assign tasks efficiently. This approach aligns well with my\u001b[0m\n",
       "\u001b[32m                   > pragmatic style and perfectionist tendencies, as it helps avoid getting bogged\u001b[0m\n",
       "\u001b[32m                   > down in details. I should acknowledge her suggestion and propose we start\u001b[0m\n",
       "\u001b[32m                   > listing our strengths right away.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Emily Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; That sounds like a solid plan, Lucas. Let's start by listing out our tasks and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; then decide who’s best suited for each. Prioritizing the urgent ones and setting</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; checkpoints will definitely help us stay on track. Ready when you are!</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mEmily Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                  > That sounds like a solid plan, Lucas. Let's start by listing out our tasks and\u001b[0m\n",
       "\u001b[1;38;5;40m                  > then decide who’s best suited for each. Prioritizing the urgent ones and setting\u001b[0m\n",
       "\u001b[1;38;5;40m                  > checkpoints will definitely help us stay on track. Ready when you are!\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; Sounds good, Emily. Let's each jot down what we're best at and then match those</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; to the tasks we have. That way, we can keep things moving without getting stuck</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; on the details. I'll start with mine.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLucas Bennett\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                   > Sounds good, Emily. Let's each jot down what we're best at and then match those\u001b[0m\n",
       "\u001b[1;38;5;40m                   > to the tasks we have. That way, we can keep things moving without getting stuck\u001b[0m\n",
       "\u001b[1;38;5;40m                   > on the details. I'll start with mine.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLucas Bennett\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Emily Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mEmily Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; That sounds like a solid plan, Lucas. Let's start by listing out our tasks and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; then decide who’s best suited for each. Prioritizing the urgent ones and setting</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; checkpoints will definitely help us stay on track. Ready when you are!</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > That sounds like a solid plan, Lucas. Let's start by listing out our tasks and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > then decide who’s best suited for each. Prioritizing the urgent ones and setting\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > checkpoints will definitely help us stay on track. Ready when you are!\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; Sounds good, Emily. Let's each jot down what we're best at and then match those</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; to the tasks we have. That way, we can keep things moving without getting stuck</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; on the details. I'll start with mine.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > Sounds good, Emily. Let's each jot down what we're best at and then match those\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > to the tasks we have. That way, we can keep things moving without getting stuck\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > on the details. I'll start with mine.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">─────────────────────────────────────────── </span>Some Corp Inc. step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m─────────────────────────────────────────── \u001b[0mSome Corp Inc. step \u001b[1;36m4\u001b[0m of \u001b[1;36m5\u001b[0m\u001b[92m ────────────────────────────────────────────\u001b[0m\n"
      ]
     },
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    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; Emily is ready to start listing tasks and prioritizing urgent ones with</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; checkpoints. I should acknowledge her readiness and suggest we begin by listing</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; my tasks first, then hers, so we can assign them efficiently.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Bennett\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                   > Emily is ready to start listing tasks and prioritizing urgent ones with\u001b[0m\n",
       "\u001b[32m                   > checkpoints. I should acknowledge her readiness and suggest we begin by listing\u001b[0m\n",
       "\u001b[32m                   > my tasks first, then hers, so we can assign them efficiently.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Emily Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; Lucas is taking the initiative to start listing his strengths, which is great</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; for momentum. I should respond supportively and prepare to share my own</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; strengths as well, emphasizing the importance of matching tasks to our skills to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; stay efficient.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mEmily Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                  > Lucas is taking the initiative to start listing his strengths, which is great\u001b[0m\n",
       "\u001b[32m                  > for momentum. I should respond supportively and prepare to share my own\u001b[0m\n",
       "\u001b[32m                  > strengths as well, emphasizing the importance of matching tasks to our skills to\u001b[0m\n",
       "\u001b[32m                  > stay efficient.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; Alright, Emily, I'll start by listing my tasks and priorities, then you can add</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; yours. After that, we can figure out who handles what and set some checkpoints</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; to keep us on track.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLucas Bennett\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                   > Alright, Emily, I'll start by listing my tasks and priorities, then you can add\u001b[0m\n",
       "\u001b[1;38;5;40m                   > yours. After that, we can figure out who handles what and set some checkpoints\u001b[0m\n",
       "\u001b[1;38;5;40m                   > to keep us on track.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Emily Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; That sounds like a great approach, Lucas. I'll jot down my strengths too, so we</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; can match them to the tasks and keep things moving smoothly. Looking forward to</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; seeing your list.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mEmily Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                  > That sounds like a great approach, Lucas. I'll jot down my strengths too, so we\u001b[0m\n",
       "\u001b[1;38;5;40m                  > can match them to the tasks and keep things moving smoothly. Looking forward to\u001b[0m\n",
       "\u001b[1;38;5;40m                  > seeing your list.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLucas Bennett\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Emily Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mEmily Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; That sounds like a great approach, Lucas. I'll jot down my strengths too, so we</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; can match them to the tasks and keep things moving smoothly. Looking forward to</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; seeing your list.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > That sounds like a great approach, Lucas. I'll jot down my strengths too, so we\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > can match them to the tasks and keep things moving smoothly. Looking forward to\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > seeing your list.\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; Alright, Emily, I'll start by listing my tasks and priorities, then you can add</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; yours. After that, we can figure out who handles what and set some checkpoints</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; to keep us on track.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > Alright, Emily, I'll start by listing my tasks and priorities, then you can add\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > yours. After that, we can figure out who handles what and set some checkpoints\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > to keep us on track.\u001b[0m\n"
      ]
     },
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">─────────────────────────────────────────── </span>Some Corp Inc. step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
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       "\u001b[92m─────────────────────────────────────────── \u001b[0mSome Corp Inc. step \u001b[1;36m5\u001b[0m of \u001b[1;36m5\u001b[0m\u001b[92m ────────────────────────────────────────────\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; Emily is ready to jot down her strengths to match with tasks. I should share my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; list of strengths first, focusing on my technical skills, project management,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; and problem-solving abilities, to set a clear example and keep the process</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; efficient.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Bennett\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                   > Emily is ready to jot down her strengths to match with tasks. I should share my\u001b[0m\n",
       "\u001b[32m                   > list of strengths first, focusing on my technical skills, project management,\u001b[0m\n",
       "\u001b[32m                   > and problem-solving abilities, to set a clear example and keep the process\u001b[0m\n",
       "\u001b[32m                   > efficient.\u001b[0m\n"
      ]
     },
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Emily Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; Lucas is taking the lead by listing his tasks and priorities first, which is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; helpful for organizing our work. I should acknowledge this and prepare to share</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; my own tasks next. Setting checkpoints afterward will help us stay coordinated</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; and efficient.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mEmily Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                  > Lucas is taking the lead by listing his tasks and priorities first, which is\u001b[0m\n",
       "\u001b[32m                  > helpful for organizing our work. I should acknowledge this and prepare to share\u001b[0m\n",
       "\u001b[32m                  > my own tasks next. Setting checkpoints afterward will help us stay coordinated\u001b[0m\n",
       "\u001b[32m                  > and efficient.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; Alright, Emily, here’s what I’m thinking: I’m strongest in mechanical design,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; CAD work, and project coordination. I’m also good at troubleshooting and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; managing timelines. Those are the areas I can take lead on. What about you?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLucas Bennett\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                   > Alright, Emily, here’s what I’m thinking: I’m strongest in mechanical design,\u001b[0m\n",
       "\u001b[1;38;5;40m                   > CAD work, and project coordination. I’m also good at troubleshooting and\u001b[0m\n",
       "\u001b[1;38;5;40m                   > managing timelines. Those are the areas I can take lead on. What about you?\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Emily Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; Sounds good, Lucas. Go ahead and list your tasks and priorities, and then I'll</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; add mine. After that, we can figure out the best way to divide the work and set</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; checkpoints to keep everything on track.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mEmily Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                  > Sounds good, Lucas. Go ahead and list your tasks and priorities, and then I'll\u001b[0m\n",
       "\u001b[1;38;5;40m                  > add mine. After that, we can figure out the best way to divide the work and set\u001b[0m\n",
       "\u001b[1;38;5;40m                  > checkpoints to keep everything on track.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mLucas Bennett\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Emily Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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       "\u001b[4;38;5;252mEmily Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; Sounds good, Lucas. Go ahead and list your tasks and priorities, and then I'll</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; add mine. After that, we can figure out the best way to divide the work and set</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                  &gt; checkpoints to keep everything on track.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > Sounds good, Lucas. Go ahead and list your tasks and priorities, and then I'll\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > add mine. After that, we can figure out the best way to divide the work and set\u001b[0m\n",
       "\u001b[1;3;38;5;51m                  > checkpoints to keep everything on track.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; Alright, Emily, here’s what I’m thinking: I’m strongest in mechanical design,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; CAD work, and project coordination. I’m also good at troubleshooting and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; managing timelines. Those are the areas I can take lead on. What about you?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > Alright, Emily, here’s what I’m thinking: I’m strongest in mechanical design,\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > CAD work, and project coordination. I’m also good at troubleshooting and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > managing timelines. Those are the areas I can take lead on. What about you?\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "company.run(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can now extract the conversations, which form the synthetic corpus we wanted."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T18:02:22.666026Z",
     "iopub.status.busy": "2025-07-26T18:02:22.665028Z",
     "iopub.status.idle": "2025-07-26T18:02:22.717737Z",
     "shell.execute_reply": "2025-07-26T18:02:22.716734Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">**** BEGIN SIMULATION TRAJECTORY FOR Emily Carter ****\n",
       "Agent simulation trajectory event #<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0</span>:\n",
       "&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2025</span>-<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">07</span>-26T<span style=\"color: #00ff00; text-decoration-color: #00ff00; font-weight: bold\">14:58:42</span>.<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">753600</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Get some work done together, help each other.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #1:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; The suggestion to work together and help each other is a positive and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; collaborative idea. I appreciate teamwork, especially in a healthcare setting</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; where cooperation improves patient care. I should respond warmly and encourage</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; this approach, perhaps suggesting how we can coordinate effectively.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #2:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; I think that's a great idea. Working together and supporting each other can</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; really make a difference, especially when things get busy. How do you suggest we</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; start?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #3:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic\"> acts: [DONE] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #4:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; Yeah, working together sounds like a solid plan. We can divide the tasks based</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; on strengths and keep each other on track. Just gotta make sure we don't lose</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; focus or get bogged down in details unnecessarily.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #5:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; Lucas's suggestion to divide tasks based on strengths and maintain focus is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; practical and efficient. I agree that avoiding getting bogged down in</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; unnecessary details is important to keep momentum. I should acknowledge his</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; points and suggest we identify our respective strengths to allocate tasks</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; accordingly.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #6:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; I completely agree, Lucas. Dividing tasks based on what each of us does best</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; will definitely help us stay efficient. Maybe we can quickly list our strengths</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; and then assign tasks accordingly? That way, we keep things moving without</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; getting stuck on the small stuff.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #7:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic\"> acts: [DONE] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #8:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; Hey Emily, I think the best way to start is by listing out the tasks we each</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; have and figuring out who’s best suited for what. We can prioritize the urgent</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; stuff first and set some checkpoints to keep each other updated. What do you</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; think?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #9:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; Lucas's plan to list tasks, assign based on suitability, prioritize urgent ones,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; and set checkpoints is very organized and aligns well with my preference for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; structure and efficiency. I should express agreement and suggest we start</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; listing tasks right away to keep momentum.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #10:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; That sounds like a solid plan, Lucas. Let's start by listing out our tasks and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; then decide who’s best suited for each. Prioritizing the urgent ones and setting</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; checkpoints will definitely help us stay on track. Ready when you are!</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #11:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic\"> acts: [DONE] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #12:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; Sounds good, Emily. Let's each jot down what we're best at and then match those</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; to the tasks we have. That way, we can keep things moving without getting stuck</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; on the details. I'll start with mine.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #13:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; Lucas is taking the initiative to start listing his strengths, which is great</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; for momentum. I should respond supportively and prepare to share my own</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; strengths as well, emphasizing the importance of matching tasks to our skills to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; stay efficient.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #14:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; That sounds like a great approach, Lucas. I'll jot down my strengths too, so we</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; can match them to the tasks and keep things moving smoothly. Looking forward to</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; seeing your list.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #15:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic\"> acts: [DONE] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #16:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; Alright, Emily, I'll start by listing my tasks and priorities, then you can add</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; yours. After that, we can figure out who handles what and set some checkpoints</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; to keep us on track.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #17:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; Lucas is taking the lead by listing his tasks and priorities first, which is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; helpful for organizing our work. I should acknowledge this and prepare to share</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; my own tasks next. Setting checkpoints afterward will help us stay coordinated</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                  &gt; and efficient.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #18:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; Sounds good, Lucas. Go ahead and list your tasks and priorities, and then I'll</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; add mine. After that, we can figure out the best way to divide the work and set</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                  &gt; checkpoints to keep everything on track.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #19:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic\"> acts: [DONE] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">Agent simulation trajectory event #20:</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2025-07-26T14:58:42.753600</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Bennett</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Emily Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; Alright, Emily, here’s what I’m thinking: I’m strongest in mechanical design,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; CAD work, and project coordination. I’m also good at troubleshooting and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                   &gt; managing timelines. Those are the areas I can take lead on. What about you?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">The last agent simulation trajectory event number was 20, thus the current number of the NEXT POTENTIAL TRAJECTORY </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">EVENT is 21.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">**** END SIMULATION TRAJECTORY FOR Emily Carter ****</span>\n",
       "\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "**** BEGIN SIMULATION TRAJECTORY FOR Emily Carter ****\n",
       "Agent simulation trajectory event #\u001b[1;36m0\u001b[0m:\n",
       ">>>>>>>>> Date and time of events: \u001b[1;36m2025\u001b[0m-\u001b[1;36m07\u001b[0m-26T\u001b[1;92m14:58:42\u001b[0m.\u001b[1;36m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Get some work done together, help each other.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;32mEmily Carter\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                  > The suggestion to work together and help each other is a positive and\u001b[0m\n",
       "\u001b[1;3;32m                  > collaborative idea. I appreciate teamwork, especially in a healthcare setting\u001b[0m\n",
       "\u001b[1;3;32m                  > where cooperation improves patient care. I should respond warmly and encourage\u001b[0m\n",
       "\u001b[1;3;32m                  > this approach, perhaps suggesting how we can coordinate effectively.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m2\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mEmily Carter\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > I think that's a great idea. Working together and supporting each other can\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > really make a difference, especially when things get busy. How do you suggest we\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > start?\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m3\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;252mEmily Carter\u001b[0m\u001b[1;3;38;5;252m acts: \u001b[0m\u001b[1;3;38;5;252m[\u001b[0m\u001b[1;3;38;5;252mDONE\u001b[0m\u001b[1;3;38;5;252m]\u001b[0m\u001b[1;3;38;5;252m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m4\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > Yeah, working together sounds like a solid plan. We can divide the tasks based\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > on strengths and keep each other on track. Just gotta make sure we don't lose\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > focus or get bogged down in details unnecessarily.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m5\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;32mEmily Carter\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                  > Lucas's suggestion to divide tasks based on strengths and maintain focus is\u001b[0m\n",
       "\u001b[1;3;32m                  > practical and efficient. I agree that avoiding getting bogged down in\u001b[0m\n",
       "\u001b[1;3;32m                  > unnecessary details is important to keep momentum. I should acknowledge his\u001b[0m\n",
       "\u001b[1;3;32m                  > points and suggest we identify our respective strengths to allocate tasks\u001b[0m\n",
       "\u001b[1;3;32m                  > accordingly.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m6\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mEmily Carter\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > I completely agree, Lucas. Dividing tasks based on what each of us does best\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > will definitely help us stay efficient. Maybe we can quickly list our strengths\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > and then assign tasks accordingly? That way, we keep things moving without\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > getting stuck on the small stuff.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m7\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;252mEmily Carter\u001b[0m\u001b[1;3;38;5;252m acts: \u001b[0m\u001b[1;3;38;5;252m[\u001b[0m\u001b[1;3;38;5;252mDONE\u001b[0m\u001b[1;3;38;5;252m]\u001b[0m\u001b[1;3;38;5;252m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m8\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > Hey Emily, I think the best way to start is by listing out the tasks we each\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > have and figuring out who’s best suited for what. We can prioritize the urgent\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > stuff first and set some checkpoints to keep each other updated. What do you\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > think?\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m9\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;32mEmily Carter\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                  > Lucas's plan to list tasks, assign based on suitability, prioritize urgent ones,\u001b[0m\n",
       "\u001b[1;3;32m                  > and set checkpoints is very organized and aligns well with my preference for\u001b[0m\n",
       "\u001b[1;3;32m                  > structure and efficiency. I should express agreement and suggest we start\u001b[0m\n",
       "\u001b[1;3;32m                  > listing tasks right away to keep momentum.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m10\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mEmily Carter\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > That sounds like a solid plan, Lucas. Let's start by listing out our tasks and\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > then decide who’s best suited for each. Prioritizing the urgent ones and setting\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > checkpoints will definitely help us stay on track. Ready when you are!\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;252mEmily Carter\u001b[0m\u001b[1;3;38;5;252m acts: \u001b[0m\u001b[1;3;38;5;252m[\u001b[0m\u001b[1;3;38;5;252mDONE\u001b[0m\u001b[1;3;38;5;252m]\u001b[0m\u001b[1;3;38;5;252m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m12\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > Sounds good, Emily. Let's each jot down what we're best at and then match those\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > to the tasks we have. That way, we can keep things moving without getting stuck\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > on the details. I'll start with mine.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m13\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;32mEmily Carter\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                  > Lucas is taking the initiative to start listing his strengths, which is great\u001b[0m\n",
       "\u001b[1;3;32m                  > for momentum. I should respond supportively and prepare to share my own\u001b[0m\n",
       "\u001b[1;3;32m                  > strengths as well, emphasizing the importance of matching tasks to our skills to\u001b[0m\n",
       "\u001b[1;3;32m                  > stay efficient.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m14\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mEmily Carter\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > That sounds like a great approach, Lucas. I'll jot down my strengths too, so we\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > can match them to the tasks and keep things moving smoothly. Looking forward to\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > seeing your list.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m15\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;252mEmily Carter\u001b[0m\u001b[1;3;38;5;252m acts: \u001b[0m\u001b[1;3;38;5;252m[\u001b[0m\u001b[1;3;38;5;252mDONE\u001b[0m\u001b[1;3;38;5;252m]\u001b[0m\u001b[1;3;38;5;252m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m16\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > Alright, Emily, I'll start by listing my tasks and priorities, then you can add\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > yours. After that, we can figure out who handles what and set some checkpoints\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > to keep us on track.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m17\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;32mEmily Carter\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                  > Lucas is taking the lead by listing his tasks and priorities first, which is\u001b[0m\n",
       "\u001b[1;3;32m                  > helpful for organizing our work. I should acknowledge this and prepare to share\u001b[0m\n",
       "\u001b[1;3;32m                  > my own tasks next. Setting checkpoints afterward will help us stay coordinated\u001b[0m\n",
       "\u001b[1;3;32m                  > and efficient.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m18\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mEmily Carter\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > Sounds good, Lucas. Go ahead and list your tasks and priorities, and then I'll\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > add mine. After that, we can figure out the best way to divide the work and set\u001b[0m\n",
       "\u001b[1;3;38;5;40m                  > checkpoints to keep everything on track.\u001b[0m\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m19\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;252mEmily Carter\u001b[0m\u001b[1;3;38;5;252m acts: \u001b[0m\u001b[1;3;38;5;252m[\u001b[0m\u001b[1;3;38;5;252mDONE\u001b[0m\u001b[1;3;38;5;252m]\u001b[0m\u001b[1;3;38;5;252m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51mAgent simulation trajectory event #\u001b[0m\u001b[1;3;38;5;51m20\u001b[0m\u001b[1;3;38;5;51m:\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2025\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m07\u001b[0m\u001b[1;3;38;5;51m-26T\u001b[0m\u001b[1;3;38;5;51m14:58:42\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m753600\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mLucas Bennett\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mEmily Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > Alright, Emily, here’s what I’m thinking: I’m strongest in mechanical design,\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > CAD work, and project coordination. I’m also good at troubleshooting and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                   > managing timelines. Those are the areas I can take lead on. What about you?\u001b[0m\n",
       "\u001b[1;3;38;5;51mThe last agent simulation trajectory event number was \u001b[0m\u001b[1;3;38;5;51m20\u001b[0m\u001b[1;3;38;5;51m, thus the current number of the NEXT POTENTIAL TRAJECTORY \u001b[0m\n",
       "\u001b[1;3;38;5;51mEVENT is \u001b[0m\u001b[1;3;38;5;51m21\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\n",
       "\u001b[1;3;38;5;51m**** END SIMULATION TRAJECTORY FOR Emily Carter ****\u001b[0m\n",
       "\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "people[0].pp_current_interactions()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T18:02:22.722735Z",
     "iopub.status.busy": "2025-07-26T18:02:22.722735Z",
     "iopub.status.idle": "2025-07-26T18:02:22.732925Z",
     "shell.execute_reply": "2025-07-26T18:02:22.731868Z"
    }
   },
   "outputs": [],
   "source": [
    "reducer = ResultsReducer()\n",
    "\n",
    "def aux_extract_content(focus_agent: TinyPerson, source_agent:TinyPerson, target_agent:TinyPerson, kind:str, event: str, content: str, timestamp:str):\n",
    "\n",
    "    if event == \"TALK\":\n",
    "        author = focus_agent.name\n",
    "    elif event == \"CONVERSATION\":\n",
    "        if source_agent is None:\n",
    "            author = \"USER\"\n",
    "        else:\n",
    "            author = source_agent.name\n",
    "    else:\n",
    "        raise ValueError(f\"Unknown event: {event}\")\n",
    "    \n",
    "    \n",
    "    entry = (author, content)\n",
    "    print(entry)\n",
    "    return entry\n",
    "    \n",
    "\n",
    "\n",
    "reducer.add_reduction_rule(\"TALK\", aux_extract_content)\n",
    "reducer.add_reduction_rule(\"CONVERSATION\", aux_extract_content)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, we obtain the dataframe with the data and save it to a `.csv`, for later use in other applications."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T18:02:22.737926Z",
     "iopub.status.busy": "2025-07-26T18:02:22.737926Z",
     "iopub.status.idle": "2025-07-26T18:02:22.764529Z",
     "shell.execute_reply": "2025-07-26T18:02:22.763621Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('USER', 'Get some work done together, help each other.')\n",
      "('Emily Carter', \"I think that's a great idea. Working together and supporting each other can really make a difference, especially when things get busy. How do you suggest we start?\")\n",
      "('Lucas Bennett', \"Yeah, working together sounds like a solid plan. We can divide the tasks based on strengths and keep each other on track. Just gotta make sure we don't lose focus or get bogged down in details unnecessarily.\")\n",
      "('Emily Carter', 'I completely agree, Lucas. Dividing tasks based on what each of us does best will definitely help us stay efficient. Maybe we can quickly list our strengths and then assign tasks accordingly? That way, we keep things moving without getting stuck on the small stuff.')\n",
      "('Lucas Bennett', 'Hey Emily, I think the best way to start is by listing out the tasks we each have and figuring out who’s best suited for what. We can prioritize the urgent stuff first and set some checkpoints to keep each other updated. What do you think?')\n",
      "('Emily Carter', \"That sounds like a solid plan, Lucas. Let's start by listing out our tasks and then decide who’s best suited for each. Prioritizing the urgent ones and setting checkpoints will definitely help us stay on track. Ready when you are!\")\n",
      "('Lucas Bennett', \"Sounds good, Emily. Let's each jot down what we're best at and then match those to the tasks we have. That way, we can keep things moving without getting stuck on the details. I'll start with mine.\")\n",
      "('Emily Carter', \"That sounds like a great approach, Lucas. I'll jot down my strengths too, so we can match them to the tasks and keep things moving smoothly. Looking forward to seeing your list.\")\n",
      "('Lucas Bennett', \"Alright, Emily, I'll start by listing my tasks and priorities, then you can add yours. After that, we can figure out who handles what and set some checkpoints to keep us on track.\")\n",
      "('Emily Carter', \"Sounds good, Lucas. Go ahead and list your tasks and priorities, and then I'll add mine. After that, we can figure out the best way to divide the work and set checkpoints to keep everything on track.\")\n",
      "('Lucas Bennett', 'Alright, Emily, here’s what I’m thinking: I’m strongest in mechanical design, CAD work, and project coordination. I’m also good at troubleshooting and managing timelines. Those are the areas I can take lead on. What about you?')\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>author</th>\n",
       "      <th>content</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>USER</td>\n",
       "      <td>Get some work done together, help each other.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Emily Carter</td>\n",
       "      <td>I think that's a great idea. Working together ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Lucas Bennett</td>\n",
       "      <td>Yeah, working together sounds like a solid pla...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Emily Carter</td>\n",
       "      <td>I completely agree, Lucas. Dividing tasks base...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Lucas Bennett</td>\n",
       "      <td>Hey Emily, I think the best way to start is by...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Emily Carter</td>\n",
       "      <td>That sounds like a solid plan, Lucas. Let's st...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Lucas Bennett</td>\n",
       "      <td>Sounds good, Emily. Let's each jot down what w...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Emily Carter</td>\n",
       "      <td>That sounds like a great approach, Lucas. I'll...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Lucas Bennett</td>\n",
       "      <td>Alright, Emily, I'll start by listing my tasks...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Emily Carter</td>\n",
       "      <td>Sounds good, Lucas. Go ahead and list your tas...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Lucas Bennett</td>\n",
       "      <td>Alright, Emily, here’s what I’m thinking: I’m ...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           author                                            content\n",
       "0            USER      Get some work done together, help each other.\n",
       "1    Emily Carter  I think that's a great idea. Working together ...\n",
       "2   Lucas Bennett  Yeah, working together sounds like a solid pla...\n",
       "3    Emily Carter  I completely agree, Lucas. Dividing tasks base...\n",
       "4   Lucas Bennett  Hey Emily, I think the best way to start is by...\n",
       "5    Emily Carter  That sounds like a solid plan, Lucas. Let's st...\n",
       "6   Lucas Bennett  Sounds good, Emily. Let's each jot down what w...\n",
       "7    Emily Carter  That sounds like a great approach, Lucas. I'll...\n",
       "8   Lucas Bennett  Alright, Emily, I'll start by listing my tasks...\n",
       "9    Emily Carter  Sounds good, Lucas. Go ahead and list your tas...\n",
       "10  Lucas Bennett  Alright, Emily, here’s what I’m thinking: I’m ..."
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = reducer.reduce_agent_to_dataframe(people[0], column_names=[\"author\", \"content\"])\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T18:02:22.769643Z",
     "iopub.status.busy": "2025-07-26T18:02:22.769643Z",
     "iopub.status.idle": "2025-07-26T18:02:22.795323Z",
     "shell.execute_reply": "2025-07-26T18:02:22.794337Z"
    }
   },
   "outputs": [],
   "source": [
    "df.to_csv(\"../data/extractions/synthetic_data_generation.out.csv\", index=False)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "py310",
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   "file_extension": ".py",
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